1 citations · 1 across the 5 of their papers we have counts for
5 papers
Quality Audio Prototyping: a prototype system for unified sound retrieval and procedural generation
Nelly Garcia, Aditya Bhattacharjee, Gabryel Mason-Williams +3
Sound design workflows frequently oscillate between time-consuming library searches and the complexity of procedural synthesis, with practitioners typically relying on disconnected…
Reproducibility: The New Frontier in AI Governance
Israel Mason-Williams, Gabryel Mason-Williams
AI policymakers are responsible for delivering effective governance mechanisms that can provide safe, aligned and trustworthy AI development. However, the information environment o…
A Functional Perspective on Knowledge Distillation in Neural Networks
Israel Mason-Williams, Gabryel Mason-Williams, Helen Yannakoudakis
Knowledge distillation is considered a compression mechanism when judged on the resulting student's accuracy and loss, yet its functional impact is poorly understood. We quantify t…
A Function-Centric Perspective on Flat and Sharp Minima
Israel Mason-Williams, Gabryel Mason-Williams, Helen Yannakoudakis
Flat minima are strongly associated with improved generalisation in deep neural networks. However, this connection has proven nuanced in recent studies, with both theoretical count…
DisTRaC: Accelerating High Performance Compute Processing for Temporary Data Storage
Gabryel Mason-Williams, Dave Bond, Mark Basham
High Performance Compute (HPC) clusters often produce intermediate files as part of code execution and message passing is not always possible to supply data to these cluster jobs.…